NEW PHOTO: Jennifer Lopez’s New Vogue Magazine Cover! Posted on March 12, 2012 by gossipdavid2 Reply Jennifer Lopez is back in Vogue! The American Idol judge appears on the magazine’s April cover, seen above, in an image that’s floating around online. The last time J. Lo appeared on the cover was in 2005.